Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-30 0.147197 0.161237 0.176489 0.194372 0.214868 0.237748 0.265394
2025-04-06 0.120426 0.138993 0.160719 0.188345 0.223014 0.265745 0.323472
2025-04-13 0.103648 0.124014 0.149120 0.182990 0.228529 0.289266 0.379400
2025-04-20 0.095583 0.117865 0.146577 0.187370 0.245755 0.329635 0.466249
2025-04-27 0.090458 0.114486 0.146671 0.194574 0.267217 0.379312 0.579855
2025-05-04 0.086033 0.111336 0.146381 0.200731 0.287607 0.431006 0.712541
2025-05-11 0.081796 0.107883 0.145073 0.204879 0.305131 0.481352 0.860285
2025-05-18 0.076816 0.102844 0.140811 0.203683 0.313298 0.516573 0.990537
2025-05-25 0.070738 0.095687 0.132663 0.195162 0.307222 0.523308 1.058955
2025-06-01 0.066425 0.090821 0.127584 0.191091 0.308437 0.544621 1.172191
2025-06-08 0.063282 0.087484 0.124587 0.190155 0.315250 0.579025 1.337032
2025-06-15 0.060998 0.085288 0.123194 0.191797 0.327212 0.627614 1.571342
2025-06-22 0.057001 0.080264 0.116971 0.184409 0.320454 0.632423 1.673556
2025-06-29 0.053567 0.075956 0.111677 0.178297 0.315688 0.641678 1.801773
2025-07-06 0.050618 0.072259 0.107159 0.173212 0.312431 0.654277 1.954716
2025-07-13 0.049496 0.071435 0.107435 0.177239 0.329812 0.727047 2.429912
2025-07-20 0.048869 0.071366 0.108986 0.183898 0.354441 0.829572 3.190509
2025-07-27 0.048111 0.071020 0.110006 0.189587 0.377931 0.938845 4.199987
2025-08-03 0.047120 0.070218 0.110128 0.193418 0.397590 1.044772 5.455655
2025-08-10 0.045521 0.068283 0.108039 0.192313 0.404187 1.107447 6.544579
2025-08-17 0.043138 0.064885 0.103036 0.184439 0.391279 1.091475 6.818834
2025-08-24 0.041435 0.062601 0.100005 0.180673 0.389288 1.119216 7.706711
2025-08-31 0.040204 0.061087 0.098341 0.179807 0.395388 1.183627 9.357210